IEEE Transactions on Neural Networks and Learning Systems, Volume 30, Issue 10, October 2019

1. Guest Editorial Special Issue on Discriminative Learning for Model Optimization and Statistical Inference
Author(s): Wangmeng Zuo; Xi Peng; Ling Shao; Danil Prokhorov; Horst Bischof
Pages: 2894 - 2897

2. L1-Norm Heteroscedastic Discriminant Analysis Under Mixture of Gaussian Distributions
Author(s): Wenming Zheng; Cheng Lu; Zhouchen Lin; Tong Zhang; Zhen Cui; Wankou Yang
Pages: 2898 - 2915

3. Efficient Recovery of Low-Rank Matrix via Double Nonconvex Nonsmooth Rank Minimization
Author(s): Hengmin Zhang; Chen Gong; Jianjun Qian; Bob Zhang; Chunyan Xu; Jian Yang
Pages: 2916 - 2925

4. Supervised Discriminative Sparse PCA for Com-Characteristic Gene Selection and Tumor Classification on Multiview Biological Data
Author(s): Chun-Mei Feng; Yong Xu; Jin-Xing Liu; Ying-Lian Gao; Chun-Hou Zheng
Pages: 2926 - 2937

5. Probabilistic Linear Discriminant Analysis With Vectorial Representation for Tensor Data
Author(s): Fujiao Ju; Yanfeng Sun; Junbin Gao; Yongli Hu; Baocai Yin
Pages: 2938 - 2950

6. Semisupervised Discriminant Multimanifold Analysis for Action Recognition
Author(s): Zengmin Xu; Ruimin Hu; Jun Chen; Chen Chen; Junjun Jiang; Jiaofen Li; Hongyang Li
Pages: 2951 - 2962

7. Hypergraph-Induced Convolutional Networks for Visual Classification
Author(s): Heyuan Shi; Yubo Zhang; Zizhao Zhang; Nan Ma; Xibin Zhao; Yue Gao; Jiaguang Sun
Pages: 2963 - 2972

8. Learning Aggregated Transmission Propagation Networks for Haze Removal and Beyond
Author(s): Risheng Liu; Xin Fan; Minjun Hou; Zhiying Jiang; Zhongxuan Luo; Lei Zhang
Pages: 2973 - 2986

9. Person Reidentification via Structural Deep Metric Learning
Author(s): Xun Yang; Peicheng Zhou; Meng Wang
Pages: 2987 - 2998

10. Person Reidentification by Joint Local Distance Metric and Feature Transformation
Author(s): Zimo Liu; Huchuan Lu; Xiang Ruan; Ming-Hsuan Yang
Pages: 2999 - 3009

11. Multiview Multitask Gaze Estimation With Deep Convolutional Neural Networks
Author(s): Dongze Lian; Lina Hu; Weixin Luo; Yanyu Xu; Lixin Duan; Jingyi Yu; Shenghua Gao
Pages: 3010 - 3023

12. Spatially Regularized Structural Support Vector Machine for Robust Visual Tracking
Author(s): Yuhui Zheng; Le Sun; Shunfeng Wang; Jianwei Zhang; Jifeng Ning
Pages: 3024 - 3034

13. Dynamic Collaborative Tracking
Author(s): Guibo Zhu; Zhaoxiang Zhang; Jinqiao Wang; Yi Wu; Hanqing Lu
Pages: 3035 - 3046

14. From Deterministic to Generative: Multimodal Stochastic RNNs for Video Captioning
Author(s): Jingkuan Song; Yuyu Guo; Lianli Gao; Xuelong Li; Alan Hanjalic; Heng Tao Shen
Pages: 3047 - 3058

15. A Local and Global Discriminative Framework and Optimization for Balanced Clustering
Author(s): Junwei Han; Hanyang Liu; Feiping Nie
Pages: 3059 - 3071

16. A Robust AUC Maximization Framework With Simultaneous Outlier Detection and Feature Selection for Positive-Unlabeled Classification
Author(s): Ke Ren; Haichuan Yang; Yu Zhao; Wu Chen; Mingshan Xue; Hongyu Miao; Shuai Huang; Ji Liu
Pages: 3072 - 3083

17. Kernel-Based Distance Metric Learning for Supervised k-Means Clustering
Author(s): Bac Nguyen; Bernard De Baets
Pages: 3084 - 3095

18. A Deep Collaborative Framework for Face Photo–Sketch Synthesis
Author(s): Mingrui Zhu; Jie Li; Nannan Wang; Xinbo Gao
Pages: 3096 - 3108

19. Deep Latent Low-Rank Representation for Face Sketch Synthesis
Author(s): Mingjin Zhang; Nannan Wang; Yunsong Li; Xinbo Gao
Pages: 3109 - 3123

20. Learning Time Series Associated Event Sequences With Recurrent Point Process Networks
Author(s): Shuai Xiao; Junchi Yan; Mehrdad Farajtabar; Le Song; Xiaokang Yang; Hongyuan Zha
Pages: 3124 - 3136

21. Event/Self-Triggered Control for Leader-Following Consensus Over Unreliable Network With DoS Attacks
Author(s): Wenying Xu; Daniel W. C. Ho; Jie Zhong; Bo Chen
Pages: 3137 - 3149

22. Synchronization Control for Network Systems With Communication Constraints
Author(s): Yuanqing Wu; Renquan Lu; Hongyi Li; Shenghuang He
Pages: 3150 - 3160

23. Distributed Extremum Seeking for Optimal Resource Allocation and Its Application to Economic Dispatch in Smart Grids
Author(s): Dong Wang; Mingfei Chen; Wei Wang
Pages: 3161 - 3171

24. Crowdsourced Label Aggregation Using Bilayer Collaborative Clustering
Author(s): Jing Zhang; Victor S. Sheng; Jian Wu
Pages: 3172 - 3185

25. Clone-Based Encoded Neural Networks to Design Efficient Associative Memories
Author(s): Hugues Wouafo; Cyrille Chavet; Philippe Coussy
Pages: 3186 - 3199

26. Learning Algorithm for Boltzmann Machines With Additive Weight and Bias Noise
Author(s): John Sum; Chi-Sing Leung
Pages: 3200 - 3204

27. Nonparametric Dimension Reduction via Maximizing Pairwise Separation Probability
Author(s): Le Yang; Shiji Song; Yanshang Gong; Huang Gao; Cheng Wu
Pages: 3205 - 3210